Autumn Semester 2021 and Spring Semester 2022 at ETH Zurich
Autumn Semester 2020 at ETH Zurich
- Information Security Lab
- Financial Engineering
Spring Semester 2020 at ETH Zurich
- Computational Intelligence Lab
- High Performance Computing for Science and Engineering (HPCSE) for Engineers II
- Machine Learning in Finance
- Seminar in Deep Reinforcement Learning
Autumn Semester 2019 at ETH Zurich
- Advanced Machine Learning (Cheat Sheet: AML Cheat Sheet)
- Big data
- Deep Learning (Cheat Sheet: DL Cheat Sheet, Remark: There was no font size limitation)
- Probabilistic Artificial Intelligence (Cheat Sheet: PAI Cheat Sheet)
Spring Term 2019 at Imperial College London (Study Abroad)
- Computational Finance
- Deep Learning
- Individual Project (continued)
- Natural Language Processing
- Probabilistic Inference (Cheat Sheet for Variational Autoencoder: VAE PDF, VAE Jupyter Notebook)
Autumn Term 2018 at Imperial College London (Study Abroad)
- Computational Optimisation
- Individual Project: Evaluation of Behavioural Cloning for Robot Control; Successfully trained a neural network to find an imitating policy in the 2D reacher environment (Python, PyTorch)
- Mathematics for Machine Learning
- Reinforcement Learning
Spring Semester 2018 at ETH Zurich
- Embedded Systems
- Mathematical Foundations for Finance (Cheat Sheet: MFF Cheat Sheet)
Autumn Semester 2017 at ETH Zurich
- Agent-Based Financial Economics
- Algorithmic Game Theory
- Bachelor Thesis (continued)
- High Performance Computing for Science and Engineering I
Spring Semester 2017 at ETH Zurich
- Bachelor Thesis: Statistical agent-based modelling approach towards complex financial and economic systems (Go)
- Learning and Intelligent Systems (Cheat Sheet: LIS Cheat Sheet)
- Numerical Methods for Partial Differential Equations (Cheat Sheet: NumPDE Cheat Sheet)
Autumn Semester 2016 at ETH Zurich
- Distributed Systems
- Software Engineering Seminar
- System Programming and Computer Architecture
- Visual Computing
Spring Semester 2016 at ETH Zurich
- Case Studies from Practice
- Data Modelling and Databases
- Entrepreneurial Risks
- Formal Methods and Functional Programming
- Introduction to Game Theory
- Introduction to Negotiation
- Operating Systems and Networks
Autumn Semester 2015 at ETH Zurich
- Numerical Methods for Computational Science and Engineering (Cheat Sheet: NumCSE Cheat Sheet)
- Probability and Statistics (Cheat Sheet (German): Stochastik ZF)
- Theoretical Computer Science
Spring Semester 2015 at ETH Zurich
- Analysis II (Cheat Sheet (German): Analysis ZF)
- Data Structures and Algorithms
- Digital Circuits
- Parallel Programming
- Physics
Autumn Semester 2014 at ETH Zurich
- Analysis I
- Discrete Mathematics
- Introduction to Programming
- Linear Algebra (Cheat Sheet (German): LinAlg ZF)
Steven Battilana 